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Feature Selection

462 directly classified papers

Papers per year

Papers

Efficient Kernel Selection via Spectral Analysis IJCAI 2017
Entity Extraction in Biomedical Corpora: An Approach to Evaluate Word Embedding Features with PSO based Feature Selection EACL 2017
Top-k Supervise Feature Selection via ADMM for Integer Programming IJCAI 2017
Corpus Selection Approaches for Multilingual Parsing from Raw Text to Universal Dependencies CONLL 2017
Feature Selection via Scaling Factor Integrated Multi-Class Support Vector Machines IJCAI 2017
Multiple Indefinite Kernel Learning for Feature Selection IJCAI 2017
Hierarchical Feature Selection with Recursive Regularization IJCAI 2017
Adaptive Hypergraph Learning for Unsupervised Feature Selection IJCAI 2017
Using Argument-based Features to Predict and Analyse Review Helpfulness EMNLP 2017
Variable Importance Using Decision Trees NIPS 2017
Discovering Potential Correlations via Hypercontractivity NIPS 2017
Feature Selection as Causal Inference: Experiments with Text Classification CONLL 2017
Feature Selection Based on CQCCs for Automatic Speaker Verification Spoofing INTERSPEECH 2017
Adaptive Feature Selection: Computationally Efficient Online Sparse Linear Regression under RIP ICML 2017
Enumerating Distinct Decision Trees ICML 2017
Selective Inference for Sparse High-Order Interaction Models ICML 2017
Efficient Distributed Learning with Sparsity ICML 2017
Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction ICML 2017
Adaptive Group Sparse Multi-task Learning via Trace Lasso IJCAI 2017
Optimal Feature Selection for Decision Robustness in Bayesian Networks IJCAI 2017
Estimating Mutual Information for Discrete-Continuous Mixtures NIPS 2017
Consistent and Efficient Nonparametric Different-Feature Selection AISTATS 2017
Kernel Feature Selection via Conditional Covariance Minimization NIPS 2017
Learning Homophily Couplings from Non-IID Data for Joint Feature Selection and Noise-Resilient Outlier Detection IJCAI 2017
Never Abandon Minorities: Exhaustive Extraction of Bursty Phrases on Microblogs Using Set Cover Problem EMNLP 2017